output_sales

Dataset statistics

Number of variables	36
Number of observations	286387
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	78.7 MiB
Average record size in memory	288.0 B

Variable types

Numeric	12
DateTime	2
Categorical	10
Text	12

Alerts

`Discount_Percent` is highly overall correlated with `discount_amount`	High correlation
`Gender` is highly overall correlated with `Name Prefix`	High correlation
`Name Prefix` is highly overall correlated with `Gender`	High correlation
`Region` is highly overall correlated with `Zip`	High correlation
`Zip` is highly overall correlated with `Region`	High correlation
`bi_st` is highly overall correlated with `status`	High correlation
`cust_id` is highly overall correlated with `item_id` and 2 other fields	High correlation
`discount_amount` is highly overall correlated with `Discount_Percent`	High correlation
`item_id` is highly overall correlated with `cust_id` and 3 other fields	High correlation
`month` is highly overall correlated with `item_id` and 2 other fields	High correlation
`order_id` is highly overall correlated with `cust_id` and 3 other fields	High correlation
`price` is highly overall correlated with `total` and 1 other fields	High correlation
`status` is highly overall correlated with `bi_st`	High correlation
`total` is highly overall correlated with `price` and 1 other fields	High correlation
`value` is highly overall correlated with `price` and 1 other fields	High correlation
`year` is highly overall correlated with `cust_id` and 3 other fields	High correlation
`qty_ordered` is highly skewed (γ1 = 40.93856178)	Skewed
`discount_amount` is highly skewed (γ1 = 34.31937051)	Skewed
`item_id` has unique values	Unique
`value` has 19146 (6.7%) zeros	Zeros
`discount_amount` has 200653 (70.1%) zeros	Zeros
`total` has 19146 (6.7%) zeros	Zeros
`Discount_Percent` has 183081 (63.9%) zeros	Zeros

Reproduction

Analysis started	2024-09-03 18:34:36.495602
Analysis finished	2024-09-03 18:36:12.527767
Duration	1 minute and 36.03 seconds
Software version	ydata-profiling vv4.9.0
Download configuration	config.json

order_id
Real number (ℝ)

HIGH CORRELATION

Distinct	201712
Distinct (%)	70.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0045692 × 10⁸

Minimum	1.0035468 × 10⁸
Maximum	1.0056239 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1.0035468 × 10⁸
5-th percentile	1.0036449 × 10⁸
Q1	1.0040462 × 10⁸
median	1.0045177 × 10⁸
Q3	1.0051341 × 10⁸
95-th percentile	1.005529 × 10⁸
Maximum	1.0056239 × 10⁸
Range	207710
Interquartile range (IQR)	108795

Descriptive statistics

Standard deviation	60957.857
Coefficient of variation (CV)	0.00060680595
Kurtosis	-1.2234426
Mean	1.0045692 × 10⁸
Median Absolute Deviation (MAD)	53989
Skewness	0.090082284
Sum	2.8769556 × 10¹³
Variance	3.7158604 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100476608	43	< 0.1%
100535753	41	< 0.1%
100535744	40	< 0.1%
100535749	40	< 0.1%
100535739	40	< 0.1%
100555234	38	< 0.1%
100557806	38	< 0.1%
100559787	38	< 0.1%
100450381	37	< 0.1%
100462724	36	< 0.1%
Other values (201702)	285996	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100354677	3	< 0.1%
100354678	2	< 0.1%
100354679	2	< 0.1%
100354680	2	< 0.1%
100354681	1	< 0.1%
100354682	1	< 0.1%
100354683	2	< 0.1%
100354684	1	< 0.1%
100354685	1	< 0.1%
100354686	1	< 0.1%

Value	Count	Frequency (%)
100562387	3	< 0.1%
100562386	1	< 0.1%
100562385	1	< 0.1%
100562384	1	< 0.1%
100562383	1	< 0.1%
100562382	1	< 0.1%
100562381	2	< 0.1%
100562380	1	< 0.1%
100562379	1	< 0.1%
100562378	1	< 0.1%

order_date
Date

Distinct	365
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Minimum	2020-01-10 00:00:00
Maximum	2021-12-09 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

status
Categorical

HIGH CORRELATION

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

canceled	112164
complete	88968
received	51775
order_refunded	25713
refund	3820
Other values (8)	3947

Length

Max length	14
Median length	8
Mean length	8.451672
Min length	3

Characters and Unicode

Total characters	2420449
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	received
2nd row	received
3rd row	complete
4th row	complete
5th row	received

Common Values

Value	Count	Frequency (%)
canceled	112164	39.2%
complete	88968	31.1%
received	51775	18.1%
order_refunded	25713	9.0%
refund	3820	1.3%
cod	2849	1.0%
paid	756	0.3%
closed	175	0.1%
payment_review	57	< 0.1%
pending	48	< 0.1%
Other values (3)	62	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
canceled	112164	39.2%
complete	88968	31.1%
received	51775	18.1%
order_refunded	25713	9.0%
refund	3820	1.3%
cod	2849	1.0%
paid	756	0.3%
closed	175	0.1%
payment_review	57	< 0.1%
pending	48	< 0.1%
Other values (3)	62	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	639004	26.4%
c	368128	15.2%
d	248780	10.3%
l	201336	8.3%
n	141891	5.9%
r	132824	5.5%
o	117763	4.9%
a	112985	4.7%
p	89874	3.7%
m	89025	3.7%
Other values (11)	278839	11.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2420449	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	639004	26.4%
c	368128	15.2%
d	248780	10.3%
l	201336	8.3%
n	141891	5.9%
r	132824	5.5%
o	117763	4.9%
a	112985	4.7%
p	89874	3.7%
m	89025	3.7%
Other values (11)	278839	11.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2420449	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	639004	26.4%
c	368128	15.2%
d	248780	10.3%
l	201336	8.3%
n	141891	5.9%
r	132824	5.5%
o	117763	4.9%
a	112985	4.7%
p	89874	3.7%
m	89025	3.7%
Other values (11)	278839	11.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2420449	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	639004	26.4%
c	368128	15.2%
d	248780	10.3%
l	201336	8.3%
n	141891	5.9%
r	132824	5.5%
o	117763	4.9%
a	112985	4.7%
p	89874	3.7%
m	89025	3.7%
Other values (11)	278839	11.5%

item_id
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	286387
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	741662.89

Minimum	574769
Maximum	905208
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	574769
5-th percentile	591361.3
Q1	659682
median	742305
Q3	826121.5
95-th percentile	889049.7
Maximum	905208
Range	330439
Interquartile range (IQR)	166439.5

Descriptive statistics

Standard deviation	95745.481
Coefficient of variation (CV)	0.12909569
Kurtosis	-1.2020972
Mean	741662.89
Median Absolute Deviation (MAD)	83249
Skewness	-0.02592401
Sum	2.1240261 × 10¹¹
Variance	9.1671971 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
574772	1	< 0.1%
767992	1	< 0.1%
748049	1	< 0.1%
748102	1	< 0.1%
748048	1	< 0.1%
748047	1	< 0.1%
861774	1	< 0.1%
767993	1	< 0.1%
767991	1	< 0.1%
769747	1	< 0.1%
Other values (286377)	286377	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
574769	1	< 0.1%
574770	1	< 0.1%
574771	1	< 0.1%
574772	1	< 0.1%
574774	1	< 0.1%
574775	1	< 0.1%
574776	1	< 0.1%
574777	1	< 0.1%
574779	1	< 0.1%
574781	1	< 0.1%

Value	Count	Frequency (%)
905208	1	< 0.1%
905207	1	< 0.1%
905206	1	< 0.1%
905205	1	< 0.1%
905204	1	< 0.1%
905202	1	< 0.1%
905200	1	< 0.1%
905199	1	< 0.1%
905198	1	< 0.1%
905196	1	< 0.1%

sku
Text

Distinct	47932
Distinct (%)	16.7%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Length

Max length	64
Median length	19
Mean length	19.188413
Min length	5

Characters and Unicode

Total characters	5495312
Distinct characters	75
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	24298 ?
Unique (%)	8.5%

Sample

1st row	oasis_Oasis-064-36
2nd row	Fantastic_FT-48
3rd row	mdeal_DMC-610-8
4th row	oasis_Oasis-061-36
5th row	MEFNAR59C38B6CA08CD

Value	Count	Frequency (%)
matsam59db75adb2f80	3775	1.3%
matsam59db757fb47a2	1273	0.4%
appnat5a0a01860ce92	1173	0.4%
matsam5a7463ee3c1a5	1171	0.4%
enteco5a7fe80d6c830	1023	0.4%
mattel5a462528e403f	967	0.3%
vit5abccf7fdf973	890	0.3%
entnob5a4633c950fad	846	0.3%
entnob5a14947a21475	771	0.3%
matidr59ba510306fbe	732	0.3%
Other values (48471)	276182	95.6%

Most occurring characters

Value	Count	Frequency (%)
A	649350	11.8%
5	461570	8.4%
B	312567	5.7%
9	294485	5.4%
E	290991	5.3%
F	286196	5.2%
C	262134	4.8%
0	232742	4.2%
D	230149	4.2%
7	211055	3.8%
Other values (65)	2264073	41.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5495312	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	649350	11.8%
5	461570	8.4%
B	312567	5.7%
9	294485	5.4%
E	290991	5.3%
F	286196	5.2%
C	262134	4.8%
0	232742	4.2%
D	230149	4.2%
7	211055	3.8%
Other values (65)	2264073	41.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5495312	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	649350	11.8%
5	461570	8.4%
B	312567	5.7%
9	294485	5.4%
E	290991	5.3%
F	286196	5.2%
C	262134	4.8%
0	232742	4.2%
D	230149	4.2%
7	211055	3.8%
Other values (65)	2264073	41.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5495312	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	649350	11.8%
5	461570	8.4%
B	312567	5.7%
9	294485	5.4%
E	290991	5.3%
F	286196	5.2%
C	262134	4.8%
0	232742	4.2%
D	230149	4.2%
7	211055	3.8%
Other values (65)	2264073	41.2%

qty_ordered
Real number (ℝ)

SKEWED

Distinct	72
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0113099

Minimum	1
Maximum	501
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	7
Maximum	501
Range	500
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	4.5738758
Coefficient of variation (CV)	1.5188991
Kurtosis	3473.5165
Mean	3.0113099
Median Absolute Deviation (MAD)	0
Skewness	40.938562
Sum	862400
Variance	20.92034
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	184210	64.3%
3	43684	15.3%
1	17572	6.1%
6	9960	3.5%
4	8457	3.0%
11	8457	3.0%
5	7015	2.4%
21	1572	0.5%
7	1538	0.5%
9	984	0.3%
Other values (62)	2938	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	17572	6.1%
2	184210	64.3%
3	43684	15.3%
4	8457	3.0%
5	7015	2.4%
6	9960	3.5%
7	1538	0.5%
8	586	0.2%
9	984	0.3%
10	595	0.2%

Value	Count	Frequency (%)
501	5	< 0.1%
381	1	< 0.1%
371	1	< 0.1%
361	2	< 0.1%
351	1	< 0.1%
301	2	< 0.1%
221	1	< 0.1%
211	1	< 0.1%
201	4	< 0.1%
188	1	< 0.1%

price
Real number (ℝ)

HIGH CORRELATION

Distinct	7561
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	851.38756

Minimum	0
Maximum	101262.59
Zeros	1574
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	11.9
Q1	49.9
median	119
Q3	950
95-th percentile	3684.2
Maximum	101262.59
Range	101262.59
Interquartile range (IQR)	900.1

Descriptive statistics

Standard deviation	1741.7596
Coefficient of variation (CV)	2.0457893
Kurtosis	58.618238
Mean	851.38756
Median Absolute Deviation (MAD)	98
Skewness	4.4582822
Sum	2.4382633 × 10⁸
Variance	3033726.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	7449	2.6%
50	7134	2.5%
69.9	5250	1.8%
99.9	4615	1.6%
49.9	4161	1.5%
200	3189	1.1%
29.9	3110	1.1%
1369.8	2743	1.0%
1400	2703	0.9%
59.9	2645	0.9%
Other values (7551)	243388	85.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1574	0.5%
0.01	15	< 0.1%
0.011	8	< 0.1%
0.02	16	< 0.1%
0.08	9	< 0.1%
0.1	502	0.2%
0.13	24	< 0.1%
0.15	20	< 0.1%
0.16	34	< 0.1%
0.2	582	0.2%

Value	Count	Frequency (%)
101262.59	1	< 0.1%
51597.5	1	< 0.1%
32000	1	< 0.1%
30797	2	< 0.1%
29166.7	2	< 0.1%
19791.7	1	< 0.1%
18969.1	2	< 0.1%
18229.2	1	< 0.1%
17500	1	< 0.1%
16300	91	< 0.1%

value
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10607
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	885.88276

Minimum	0
Maximum	101262.59
Zeros	19146
Zeros (%)	6.7%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	49.9
median	159
Q3	910
95-th percentile	3711
Maximum	101262.59
Range	101262.59
Interquartile range (IQR)	860.1

Descriptive statistics

Standard deviation	2073.2649
Coefficient of variation (CV)	2.3403378
Kurtosis	109.37541
Mean	885.88276
Median Absolute Deviation (MAD)	141
Skewness	7.4132032
Sum	2.5370531 × 10⁸
Variance	4298427.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19146	6.7%
69.9	3923	1.4%
99.9	3660	1.3%
100	3457	1.2%
200	3294	1.2%
49.9	3240	1.1%
250	2949	1.0%
500	2872	1.0%
400	2404	0.8%
1400	2292	0.8%
Other values (10597)	239150	83.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19146	6.7%
0.01	7	< 0.1%
0.011	8	< 0.1%
0.02	10	< 0.1%
0.04	14	< 0.1%
0.08	4	< 0.1%
0.1	265	0.1%
0.16	5	< 0.1%
0.2	327	0.1%
0.26	24	< 0.1%

Value	Count	Frequency (%)
101262.59	1	< 0.1%
81500	1	< 0.1%
63888.5	1	< 0.1%
55500	3	< 0.1%
52900	1	< 0.1%
52605	3	< 0.1%
51999.5	2	< 0.1%
49999.5	1	< 0.1%
48984	4	< 0.1%
48900	1	< 0.1%

discount_amount
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	13732
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.04065

Minimum	0
Maximum	30213.15
Zeros	200653
Zeros (%)	70.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	18.3982
95-th percentile	361.04
Maximum	30213.15
Range	30213.15
Interquartile range (IQR)	18.3982

Descriptive statistics

Standard deviation	256.88295
Coefficient of variation (CV)	3.6676265
Kurtosis	3138.1736
Mean	70.04065
Median Absolute Deviation (MAD)	0
Skewness	34.319371
Sum	20058732
Variance	65988.848
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	200653	70.1%
300	1796	0.6%
200	1704	0.6%
100	1526	0.5%
220	1457	0.5%
203	1204	0.4%
210.99	939	0.3%
323.08	885	0.3%
400	689	0.2%
230	658	0.2%
Other values (13722)	74876	26.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	200653	70.1%
0.01	3	< 0.1%
0.02	12	< 0.1%
0.03	2	< 0.1%
0.04	1	< 0.1%
0.1	1	< 0.1%
0.192	1	< 0.1%
0.218	1	< 0.1%
0.258	1	< 0.1%
0.27	3	< 0.1%

Value	Count	Frequency (%)
30213.15	2	< 0.1%
30076.65	2	< 0.1%
20142.1	1	< 0.1%
20051.1	1	< 0.1%
15106.575	2	< 0.1%
15038.325	2	< 0.1%
11918.598	1	< 0.1%
10100	1	< 0.1%
7692.732	1	< 0.1%
7093.584	2	< 0.1%

total
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	23755
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	815.84211

Minimum	0
Maximum	101262.59
Zeros	19146
Zeros (%)	6.7%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	49.9
median	149.8
Q3	800
95-th percentile	3333
Maximum	101262.59
Range	101262.59
Interquartile range (IQR)	750.1

Descriptive statistics

Standard deviation	1983.5921
Coefficient of variation (CV)	2.4313431
Kurtosis	121.70334
Mean	815.84211
Median Absolute Deviation (MAD)	132.2
Skewness	7.8751239
Sum	2.3364657 × 10⁸
Variance	3934637.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19146	6.7%
69.9	3432	1.2%
100	3363	1.2%
99.9	3336	1.2%
200	3179	1.1%
250	2934	1.0%
500	2800	1.0%
49.9	2738	1.0%
400	2302	0.8%
29.9	2000	0.7%
Other values (23745)	241157	84.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19146	6.7%
0.01	7	< 0.1%
0.011	8	< 0.1%
0.02	10	< 0.1%
0.04	14	< 0.1%
0.08	4	< 0.1%
0.09	3	< 0.1%
0.1	262	0.1%
0.16	5	< 0.1%
0.17	2	< 0.1%

Value	Count	Frequency (%)
101262.59	1	< 0.1%
81500	1	< 0.1%
63888.5	1	< 0.1%
55500	3	< 0.1%
52900	1	< 0.1%
52605	3	< 0.1%
51999.5	2	< 0.1%
49999.5	1	< 0.1%
48900	1	< 0.1%
47200	1	< 0.1%

category
Categorical

Distinct	15
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Mobiles & Tablets	61759
Men's Fashion	40713
Appliances	33034
Women's Fashion	28334
Others	26108
Other values (10)	96439

Length

Max length	18
Median length	17
Mean length	12.913551
Min length	5

Characters and Unicode

Total characters	3698273
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Men's Fashion
2nd row	Men's Fashion
3rd row	Men's Fashion
4th row	Men's Fashion
5th row	Men's Fashion

Common Values

Value	Count	Frequency (%)
Mobiles & Tablets	61759	21.6%
Men's Fashion	40713	14.2%
Appliances	33034	11.5%
Women's Fashion	28334	9.9%
Others	26108	9.1%
Beauty & Grooming	17899	6.2%
Entertainment	17352	6.1%
Superstore	15024	5.2%
Home & Living	13990	4.9%
Health & Sports	8421	2.9%
Other values (5)	23753	8.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	109651	19.1%
fashion	69047	12.0%
mobiles	61759	10.7%
tablets	61759	10.7%
men's	40713	7.1%
appliances	33034	5.7%
women's	28334	4.9%
others	26108	4.5%
beauty	17899	3.1%
grooming	17899	3.1%
Other values (13)	108533	18.9%

Most occurring characters

Value	Count	Frequency (%)
e	356769	9.6%
s	351505	9.5%
	288349	7.8%
n	264272	7.1%
o	252628	6.8%
i	242762	6.6%
a	229590	6.2%
t	206135	5.6%
l	166063	4.5%
b	130010	3.5%
Other values (27)	1210190	32.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3698273	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	356769	9.6%
s	351505	9.5%
	288349	7.8%
n	264272	7.1%
o	252628	6.8%
i	242762	6.6%
a	229590	6.2%
t	206135	5.6%
l	166063	4.5%
b	130010	3.5%
Other values (27)	1210190	32.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3698273	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	356769	9.6%
s	351505	9.5%
	288349	7.8%
n	264272	7.1%
o	252628	6.8%
i	242762	6.6%
a	229590	6.2%
t	206135	5.6%
l	166063	4.5%
b	130010	3.5%
Other values (27)	1210190	32.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3698273	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	356769	9.6%
s	351505	9.5%
	288349	7.8%
n	264272	7.1%
o	252628	6.8%
i	242762	6.6%
a	229590	6.2%
t	206135	5.6%
l	166063	4.5%
b	130010	3.5%
Other values (27)	1210190	32.7%

payment_method
Categorical

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

cod	102911
Easypay	69679
Payaxis	31049
easypay_voucher	29763
bankalfalah	23057
Other values (8)	29928

Length

Max length	17
Median length	15
Mean length	7.0573979
Min length	3

Characters and Unicode

Total characters	2021147
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	cod
2nd row	cod
3rd row	cod
4th row	cod
5th row	cod

Common Values

Value	Count	Frequency (%)
cod	102911	35.9%
Easypay	69679	24.3%
Payaxis	31049	10.8%
easypay_voucher	29763	10.4%
bankalfalah	23057	8.1%
Easypay_MA	11536	4.0%
jazzwallet	6669	2.3%
jazzvoucher	6045	2.1%
customercredit	3702	1.3%
apg	1758	0.6%
Other values (3)	218	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cod	102911	35.9%
easypay	69679	24.3%
payaxis	31049	10.8%
easypay_voucher	29763	10.4%
bankalfalah	23057	8.1%
easypay_ma	11536	4.0%
jazzwallet	6669	2.3%
jazzvoucher	6045	2.1%
customercredit	3702	1.3%
apg	1758	0.6%
Other values (3)	218	0.1%

Most occurring characters

Value	Count	Frequency (%)
a	397442	19.7%
y	253005	12.5%
c	146341	7.2%
s	145748	7.2%
o	142439	7.0%
p	112745	5.6%
d	106622	5.3%
E	81215	4.0%
e	79865	4.0%
l	59661	3.0%
Other values (20)	496064	24.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2021147	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	397442	19.7%
y	253005	12.5%
c	146341	7.2%
s	145748	7.2%
o	142439	7.0%
p	112745	5.6%
d	106622	5.3%
E	81215	4.0%
e	79865	4.0%
l	59661	3.0%
Other values (20)	496064	24.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2021147	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	397442	19.7%
y	253005	12.5%
c	146341	7.2%
s	145748	7.2%
o	142439	7.0%
p	112745	5.6%
d	106622	5.3%
E	81215	4.0%
e	79865	4.0%
l	59661	3.0%
Other values (20)	496064	24.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2021147	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	397442	19.7%
y	253005	12.5%
c	146341	7.2%
s	145748	7.2%
o	142439	7.0%
p	112745	5.6%
d	106622	5.3%
E	81215	4.0%
e	79865	4.0%
l	59661	3.0%
Other values (20)	496064	24.5%

bi_st
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Gross	112331
Net	89143
Valid	84913

Length

Max length	5
Median length	5
Mean length	4.3774648
Min length	3

Characters and Unicode

Total characters	1253649
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Valid
2nd row	Valid
3rd row	Net
4th row	Net
5th row	Valid

Common Values

Value	Count	Frequency (%)
Gross	112331	39.2%
Net	89143	31.1%
Valid	84913	29.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
gross	112331	39.2%
net	89143	31.1%
valid	84913	29.6%

Most occurring characters

Value	Count	Frequency (%)
s	224662	17.9%
G	112331	9.0%
r	112331	9.0%
o	112331	9.0%
N	89143	7.1%
e	89143	7.1%
t	89143	7.1%
V	84913	6.8%
a	84913	6.8%
l	84913	6.8%
Other values (2)	169826	13.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1253649	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	224662	17.9%
G	112331	9.0%
r	112331	9.0%
o	112331	9.0%
N	89143	7.1%
e	89143	7.1%
t	89143	7.1%
V	84913	6.8%
a	84913	6.8%
l	84913	6.8%
Other values (2)	169826	13.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1253649	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	224662	17.9%
G	112331	9.0%
r	112331	9.0%
o	112331	9.0%
N	89143	7.1%
e	89143	7.1%
t	89143	7.1%
V	84913	6.8%
a	84913	6.8%
l	84913	6.8%
Other values (2)	169826	13.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1253649	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	224662	17.9%
G	112331	9.0%
r	112331	9.0%
o	112331	9.0%
N	89143	7.1%
e	89143	7.1%
t	89143	7.1%
V	84913	6.8%
a	84913	6.8%
l	84913	6.8%
Other values (2)	169826	13.5%

cust_id
Real number (ℝ)

HIGH CORRELATION

Distinct	64248
Distinct (%)	22.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70047.608

Minimum	4
Maximum	115326
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	4
5-th percentile	8298
Q1	56519
median	74225
Q3	92357
95-th percentile	110566.7
Maximum	115326
Range	115322
Interquartile range (IQR)	35838

Descriptive statistics

Standard deviation	30243.744
Coefficient of variation (CV)	0.43175983
Kurtosis	-0.31812529
Mean	70047.608
Median Absolute Deviation (MAD)	17985
Skewness	-0.68997414
Sum	2.0060724 × 10¹⁰
Variance	9.1468403 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85775	2524	0.9%
87724	707	0.2%
96927	608	0.2%
65910	436	0.2%
39707	397	0.1%
44830	329	0.1%
9510	306	0.1%
83736	304	0.1%
8591	285	0.1%
800	277	0.1%
Other values (64238)	280214	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	41	< 0.1%
15	6	< 0.1%
16	20	< 0.1%
20	11	< 0.1%
21	1	< 0.1%
23	6	< 0.1%
28	11	< 0.1%
32	230	0.1%
33	132	< 0.1%
41	1	< 0.1%

Value	Count	Frequency (%)
115326	1	< 0.1%
115325	2	< 0.1%
115324	1	< 0.1%
115323	1	< 0.1%
115322	2	< 0.1%
115321	1	< 0.1%
115320	3	< 0.1%
115319	3	< 0.1%
115318	1	< 0.1%
115317	1	< 0.1%

year
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

2021	177208
2020	109179

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	1145548
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020
2nd row	2020
3rd row	2020
4th row	2020
5th row	2020

Common Values

Value	Count	Frequency (%)
2021	177208	61.9%
2020	109179	38.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021	177208	61.9%
2020	109179	38.1%

Most occurring characters

Value	Count	Frequency (%)
2	572774	50.0%
0	395566	34.5%
1	177208	15.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1145548	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	572774	50.0%
0	395566	34.5%
1	177208	15.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1145548	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	572774	50.0%
0	395566	34.5%
1	177208	15.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1145548	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	572774	50.0%
0	395566	34.5%
1	177208	15.5%

month
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Dec-20	82528
Apr-21	42137
Mar-21	26852
Jun-21	26804
Nov-20	17364
Other values (7)	90702

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	1718322
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Oct-20
2nd row	Oct-20
3rd row	Oct-20
4th row	Oct-20
5th row	Nov-20

Common Values

Value	Count	Frequency (%)
Dec-20	82528	28.8%
Apr-21	42137	14.7%
Mar-21	26852	9.4%
Jun-21	26804	9.4%
Nov-20	17364	6.1%
Jan-21	17212	6.0%
Jul-21	15339	5.4%
May-21	14815	5.2%
Sep-21	12483	4.4%
Aug-21	11425	4.0%
Other values (2)	19428	6.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dec-20	82528	28.8%
apr-21	42137	14.7%
mar-21	26852	9.4%
jun-21	26804	9.4%
nov-20	17364	6.1%
jan-21	17212	6.0%
jul-21	15339	5.4%
may-21	14815	5.2%
sep-21	12483	4.4%
aug-21	11425	4.0%
Other values (2)	19428	6.8%

Most occurring characters

Value	Count	Frequency (%)
-	286387	16.7%
2	286387	16.7%
1	177208	10.3%
0	109179	6.4%
e	105152	6.1%
c	91815	5.3%
D	82528	4.8%
r	68989	4.0%
J	59355	3.5%
a	58879	3.4%
Other values (16)	392443	22.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1718322	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
-	286387	16.7%
2	286387	16.7%
1	177208	10.3%
0	109179	6.4%
e	105152	6.1%
c	91815	5.3%
D	82528	4.8%
r	68989	4.0%
J	59355	3.5%
a	58879	3.4%
Other values (16)	392443	22.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1718322	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
-	286387	16.7%
2	286387	16.7%
1	177208	10.3%
0	109179	6.4%
e	105152	6.1%
c	91815	5.3%
D	82528	4.8%
r	68989	4.0%
J	59355	3.5%
a	58879	3.4%
Other values (16)	392443	22.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1718322	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
-	286387	16.7%
2	286387	16.7%
1	177208	10.3%
0	109179	6.4%
e	105152	6.1%
c	91815	5.3%
D	82528	4.8%
r	68989	4.0%
J	59355	3.5%
a	58879	3.4%
Other values (16)	392443	22.8%

ref_num
Real number (ℝ)

Distinct	62065
Distinct (%)	21.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	560849.53

Minimum	111127
Maximum	999981
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	111127
5-th percentile	156579
Q1	341265
median	564853
Q3	781082
95-th percentile	956935
Maximum	999981
Range	888854
Interquartile range (IQR)	439817

Descriptive statistics

Standard deviation	255827.12
Coefficient of variation (CV)	0.45614218
Kurtosis	-1.1871734
Mean	560849.53
Median Absolute Deviation (MAD)	220007
Skewness	-0.029020885
Sum	1.6062001 × 10¹¹
Variance	6.5447517 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
647006	2524	0.9%
293634	707	0.2%
195394	608	0.2%
755020	436	0.2%
964852	397	0.1%
805628	329	0.1%
499153	306	0.1%
374032	304	0.1%
905286	285	0.1%
677450	277	0.1%
Other values (62055)	280214	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
111127	1	< 0.1%
111143	1	< 0.1%
111197	17	< 0.1%
111213	3	< 0.1%
111226	2	< 0.1%
111228	1	< 0.1%
111239	6	< 0.1%
111241	4	< 0.1%
111246	2	< 0.1%
111258	5	< 0.1%

Value	Count	Frequency (%)
999981	2	< 0.1%
999979	1	< 0.1%
999975	3	< 0.1%
999973	2	< 0.1%
999958	30	< 0.1%
999916	4	< 0.1%
999911	1	< 0.1%
999907	6	< 0.1%
999883	1	< 0.1%
999854	6	< 0.1%

Name Prefix
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Mr.	103503
Ms.	60313
Mrs.	47246
Hon.	30439
Drs.	16180
Other values (2)	28706

Length

Max length	5
Median length	3
Mean length	3.4320832
Min length	3

Characters and Unicode

Total characters	982904
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Drs.
2nd row	Drs.
3rd row	Drs.
4th row	Drs.
5th row	Drs.

Common Values

Value	Count	Frequency (%)
Mr.	103503	36.1%
Ms.	60313	21.1%
Mrs.	47246	16.5%
Hon.	30439	10.6%
Drs.	16180	5.6%
Prof.	14939	5.2%
Dr.	13767	4.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
mr	103503	36.1%
ms	60313	21.1%
mrs	47246	16.5%
hon	30439	10.6%
drs	16180	5.6%
prof	14939	5.2%
dr	13767	4.8%

Most occurring characters

Value	Count	Frequency (%)
.	286387	29.1%
M	211062	21.5%
r	195635	19.9%
s	123739	12.6%
o	45378	4.6%
H	30439	3.1%
n	30439	3.1%
D	29947	3.0%
P	14939	1.5%
f	14939	1.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	982904	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	286387	29.1%
M	211062	21.5%
r	195635	19.9%
s	123739	12.6%
o	45378	4.6%
H	30439	3.1%
n	30439	3.1%
D	29947	3.0%
P	14939	1.5%
f	14939	1.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	982904	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	286387	29.1%
M	211062	21.5%
r	195635	19.9%
s	123739	12.6%
o	45378	4.6%
H	30439	3.1%
n	30439	3.1%
D	29947	3.0%
P	14939	1.5%
f	14939	1.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	982904	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	286387	29.1%
M	211062	21.5%
r	195635	19.9%
s	123739	12.6%
o	45378	4.6%
H	30439	3.1%
n	30439	3.1%
D	29947	3.0%
P	14939	1.5%
f	14939	1.5%

First Name
Text

Distinct	5161
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Length

Max length	11
Median length	9
Mean length	5.8555661
Min length	2

Characters and Unicode

Total characters	1676958
Distinct characters	52
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	< 0.1%

Sample

1st row	Jani
2nd row	Jani
3rd row	Jani
4th row	Jani
5th row	Jani

Value	Count	Frequency (%)
joel	2895	1.0%
eulah	719	0.3%
liz	628	0.2%
percy	563	0.2%
leigh	505	0.2%
ned	448	0.2%
yevette	424	0.1%
kenton	417	0.1%
barry	412	0.1%
hortencia	408	0.1%
Other values (5151)	278968	97.4%

Most occurring characters

Value	Count	Frequency (%)
a	194753	11.6%
e	192109	11.5%
n	139205	8.3%
i	125439	7.5%
r	120614	7.2%
l	109979	6.6%
o	94011	5.6%
t	62045	3.7%
s	50769	3.0%
d	44643	2.7%
Other values (42)	543391	32.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1676958	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	194753	11.6%
e	192109	11.5%
n	139205	8.3%
i	125439	7.5%
r	120614	7.2%
l	109979	6.6%
o	94011	5.6%
t	62045	3.7%
s	50769	3.0%
d	44643	2.7%
Other values (42)	543391	32.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1676958	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	194753	11.6%
e	192109	11.5%
n	139205	8.3%
i	125439	7.5%
r	120614	7.2%
l	109979	6.6%
o	94011	5.6%
t	62045	3.7%
s	50769	3.0%
d	44643	2.7%
Other values (42)	543391	32.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1676958	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	194753	11.6%
e	192109	11.5%
n	139205	8.3%
i	125439	7.5%
r	120614	7.2%
l	109979	6.6%
o	94011	5.6%
t	62045	3.7%
s	50769	3.0%
d	44643	2.7%
Other values (42)	543391	32.4%

Middle Initial
Categorical

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

U	13135
N	11978
C	11891
P	11861
W	11667
Other values (21)	225855

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	286387
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	W
2nd row	W
3rd row	W
4th row	W
5th row	W

Common Values

Value	Count	Frequency (%)
U	13135	4.6%
N	11978	4.2%
C	11891	4.2%
P	11861	4.1%
W	11667	4.1%
Y	11513	4.0%
I	11470	4.0%
Q	11287	3.9%
E	11183	3.9%
J	11151	3.9%
Other values (16)	169251	59.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
u	13135	4.6%
n	11978	4.2%
c	11891	4.2%
p	11861	4.1%
w	11667	4.1%
y	11513	4.0%
i	11470	4.0%
q	11287	3.9%
e	11183	3.9%
j	11151	3.9%
Other values (16)	169251	59.1%

Most occurring characters

Value	Count	Frequency (%)
U	13135	4.6%
N	11978	4.2%
C	11891	4.2%
P	11861	4.1%
W	11667	4.1%
Y	11513	4.0%
I	11470	4.0%
Q	11287	3.9%
E	11183	3.9%
J	11151	3.9%
Other values (16)	169251	59.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	286387	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
U	13135	4.6%
N	11978	4.2%
C	11891	4.2%
P	11861	4.1%
W	11667	4.1%
Y	11513	4.0%
I	11470	4.0%
Q	11287	3.9%
E	11183	3.9%
J	11151	3.9%
Other values (16)	169251	59.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	286387	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
U	13135	4.6%
N	11978	4.2%
C	11891	4.2%
P	11861	4.1%
W	11667	4.1%
Y	11513	4.0%
I	11470	4.0%
Q	11287	3.9%
E	11183	3.9%
J	11151	3.9%
Other values (16)	169251	59.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	286387	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
U	13135	4.6%
N	11978	4.2%
C	11891	4.2%
P	11861	4.1%
W	11667	4.1%
Y	11513	4.0%
I	11470	4.0%
Q	11287	3.9%
E	11183	3.9%
J	11151	3.9%
Other values (16)	169251	59.1%

Last Name
Text

Distinct	18208
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Length

Max length	13
Median length	11
Mean length	6.466362
Min length	2

Characters and Unicode

Total characters	1851882
Distinct characters	52
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	878 ?
Unique (%)	0.3%

Sample

1st row	Titus
2nd row	Titus
3rd row	Titus
4th row	Titus
5th row	Titus

Value	Count	Frequency (%)
gonzalez	2543	0.9%
bailes	715	0.2%
melo	615	0.2%
braddy	454	0.2%
beebe	423	0.1%
hohn	369	0.1%
nally	315	0.1%
glines	313	0.1%
matthies	300	0.1%
jesse	296	0.1%
Other values (18198)	280044	97.8%

Most occurring characters

Value	Count	Frequency (%)
e	209195	11.3%
a	158744	8.6%
r	146694	7.9%
n	128551	6.9%
o	119850	6.5%
l	115206	6.2%
i	102891	5.6%
s	81184	4.4%
t	80344	4.3%
u	52590	2.8%
Other values (42)	656633	35.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1851882	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	209195	11.3%
a	158744	8.6%
r	146694	7.9%
n	128551	6.9%
o	119850	6.5%
l	115206	6.2%
i	102891	5.6%
s	81184	4.4%
t	80344	4.3%
u	52590	2.8%
Other values (42)	656633	35.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1851882	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	209195	11.3%
a	158744	8.6%
r	146694	7.9%
n	128551	6.9%
o	119850	6.5%
l	115206	6.2%
i	102891	5.6%
s	81184	4.4%
t	80344	4.3%
u	52590	2.8%
Other values (42)	656633	35.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1851882	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	209195	11.3%
a	158744	8.6%
r	146694	7.9%
n	128551	6.9%
o	119850	6.5%
l	115206	6.2%
i	102891	5.6%
s	81184	4.4%
t	80344	4.3%
u	52590	2.8%
Other values (42)	656633	35.5%

Gender
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

M	146181
F	140206

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	286387
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F
2nd row	F
3rd row	F
4th row	F
5th row	F

Common Values

Value	Count	Frequency (%)
M	146181	51.0%
F	140206	49.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
m	146181	51.0%
f	140206	49.0%

Most occurring characters

Value	Count	Frequency (%)
M	146181	51.0%
F	140206	49.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	286387	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
M	146181	51.0%
F	140206	49.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	286387	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
M	146181	51.0%
F	140206	49.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	286387	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
M	146181	51.0%
F	140206	49.0%

age
Real number (ℝ)

Distinct	58
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.488811

Minimum	18
Maximum	75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	18
5-th percentile	20
Q1	32
median	47
Q3	61
95-th percentile	72
Maximum	75
Range	57
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	16.673268
Coefficient of variation (CV)	0.35865121
Kurtosis	-1.1932583
Mean	46.488811
Median Absolute Deviation (MAD)	14
Skewness	-0.0089064468
Sum	13313791
Variance	277.99787
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	7293	2.5%
39	6376	2.2%
52	5974	2.1%
36	5895	2.1%
64	5754	2.0%
18	5708	2.0%
40	5510	1.9%
25	5423	1.9%
69	5399	1.9%
31	5397	1.9%
Other values (48)	227658	79.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	5708	2.0%
19	4917	1.7%
20	4383	1.5%
21	5219	1.8%
22	4588	1.6%
23	4193	1.5%
24	5011	1.7%
25	5423	1.9%
26	4073	1.4%
27	5044	1.8%

Value	Count	Frequency (%)
75	4685	1.6%
74	4153	1.5%
73	5283	1.8%
72	4734	1.7%
71	4501	1.6%
70	5042	1.8%
69	5399	1.9%
68	4919	1.7%
67	5072	1.8%
66	4680	1.6%

full_name
Text

Distinct	64212
Distinct (%)	22.4%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Length

Max length	25
Median length	23
Mean length	14.321928
Min length	6

Characters and Unicode

Total characters	4101614
Distinct characters	54
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26418 ?
Unique (%)	9.2%

Sample

1st row	Titus, Jani
2nd row	Titus, Jani
3rd row	Titus, Jani
4th row	Titus, Jani
5th row	Titus, Jani

Value	Count	Frequency (%)
joel	2895	0.5%
gonzalez	2543	0.4%
eulah	719	0.1%
bailes	715	0.1%
liz	628	0.1%
melo	615	0.1%
percy	579	0.1%
jesse	534	0.1%
leigh	522	0.1%
raymond	463	0.1%
Other values (22262)	562561	98.2%

Most occurring characters

Value	Count	Frequency (%)
e	401304	9.8%
a	353497	8.6%
,	286387	7.0%
	286387	7.0%
n	267756	6.5%
r	267308	6.5%
i	228330	5.6%
l	225185	5.5%
o	213861	5.2%
t	142389	3.5%
Other values (44)	1429210	34.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4101614	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	401304	9.8%
a	353497	8.6%
,	286387	7.0%
	286387	7.0%
n	267756	6.5%
r	267308	6.5%
i	228330	5.6%
l	225185	5.5%
o	213861	5.2%
t	142389	3.5%
Other values (44)	1429210	34.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4101614	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	401304	9.8%
a	353497	8.6%
,	286387	7.0%
	286387	7.0%
n	267756	6.5%
r	267308	6.5%
i	228330	5.6%
l	225185	5.5%
o	213861	5.2%
t	142389	3.5%
Other values (44)	1429210	34.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4101614	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	401304	9.8%
a	353497	8.6%
,	286387	7.0%
	286387	7.0%
n	267756	6.5%
r	267308	6.5%
i	228330	5.6%
l	225185	5.5%
o	213861	5.2%
t	142389	3.5%
Other values (44)	1429210	34.8%

E Mail
Text

Distinct	64246
Distinct (%)	22.4%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Length

Max length	37
Median length	34
Mean length	23.920999
Min length	13

Characters and Unicode

Total characters	6850663
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26446 ?
Unique (%)	9.2%

Sample

1st row	jani.titus@gmail.com
2nd row	jani.titus@gmail.com
3rd row	jani.titus@gmail.com
4th row	jani.titus@gmail.com
5th row	jani.titus@gmail.com

Value	Count	Frequency (%)
joel.gonzalez@yahoo.com	2524	0.9%
eulah.bailes@gmail.com	707	0.2%
liz.melo@ibm.com	608	0.2%
percy.braddy@gmail.com	436	0.2%
hortencia.beebe@hotmail.com	397	0.1%
saul.hohn@bp.com	329	0.1%
ned.nally@yahoo.ca	306	0.1%
cathrine.glines@yahoo.com	304	0.1%
kenton.matthies@yahoo.com	285	0.1%
alfonso.jesse@earthlink.net	277	0.1%
Other values (64236)	280214	97.8%

Most occurring characters

Value	Count	Frequency (%)
o	679383	9.9%
a	632237	9.2%
.	585761	8.6%
m	505369	7.4%
e	494990	7.2%
l	476328	7.0%
c	399092	5.8%
i	398935	5.8%
n	346094	5.1%
r	336584	4.9%
Other values (18)	1995890	29.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6850663	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	679383	9.9%
a	632237	9.2%
.	585761	8.6%
m	505369	7.4%
e	494990	7.2%
l	476328	7.0%
c	399092	5.8%
i	398935	5.8%
n	346094	5.1%
r	336584	4.9%
Other values (18)	1995890	29.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6850663	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	679383	9.9%
a	632237	9.2%
.	585761	8.6%
m	505369	7.4%
e	494990	7.2%
l	476328	7.0%
c	399092	5.8%
i	398935	5.8%
n	346094	5.1%
r	336584	4.9%
Other values (18)	1995890	29.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6850663	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	679383	9.9%
a	632237	9.2%
.	585761	8.6%
m	505369	7.4%
e	494990	7.2%
l	476328	7.0%
c	399092	5.8%
i	398935	5.8%
n	346094	5.1%
r	336584	4.9%
Other values (18)	1995890	29.1%

Customer Since
Date

Distinct	11647
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Minimum	1978-04-11 00:00:00
Maximum	2017-12-07 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

SSN
Text

Distinct	64146
Distinct (%)	22.4%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	3150257
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26363 ?
Unique (%)	9.2%

Sample

1st row	627-31-5251
2nd row	627-31-5251
3rd row	627-31-5251
4th row	627-31-5251
5th row	627-31-5251

Value	Count	Frequency (%)
668-48-2887	2524	0.9%
077-02-1900	707	0.2%
633-31-3682	608	0.2%
594-99-2455	436	0.2%
187-86-0281	397	0.1%
691-18-2163	329	0.1%
239-99-1980	306	0.1%
030-92-3675	304	0.1%
761-12-6286	285	0.1%
396-33-9515	277	0.1%
Other values (64136)	280214	97.8%

Most occurring characters

Value	Count	Frequency (%)
-	572774	18.2%
9	316738	10.1%
1	288314	9.2%
2	283805	9.0%
3	256616	8.1%
8	246557	7.8%
0	242632	7.7%
6	238751	7.6%
7	236860	7.5%
5	236744	7.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3150257	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
-	572774	18.2%
9	316738	10.1%
1	288314	9.2%
2	283805	9.0%
3	256616	8.1%
8	246557	7.8%
0	242632	7.7%
6	238751	7.6%
7	236860	7.5%
5	236744	7.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3150257	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
-	572774	18.2%
9	316738	10.1%
1	288314	9.2%
2	283805	9.0%
3	256616	8.1%
8	246557	7.8%
0	242632	7.7%
6	238751	7.6%
7	236860	7.5%
5	236744	7.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3150257	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
-	572774	18.2%
9	316738	10.1%
1	288314	9.2%
2	283805	9.0%
3	256616	8.1%
8	246557	7.8%
0	242632	7.7%
6	238751	7.6%
7	236860	7.5%
5	236744	7.5%

Phone No.
Text

Distinct	64248
Distinct (%)	22.4%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	3436644
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26448 ?
Unique (%)	9.2%

Sample

1st row	405-959-1129
2nd row	405-959-1129
3rd row	405-959-1129
4th row	405-959-1129
5th row	405-959-1129

Value	Count	Frequency (%)
217-861-7640	2524	0.9%
215-203-6895	707	0.2%
303-768-6337	608	0.2%
210-868-6884	436	0.2%
802-964-9945	397	0.1%
216-894-7962	329	0.1%
218-472-9253	306	0.1%
319-875-2625	304	0.1%
314-369-1187	285	0.1%
216-580-6285	277	0.1%
Other values (64238)	280214	97.8%

Most occurring characters

Value	Count	Frequency (%)
-	572774	16.7%
2	454231	13.2%
3	303269	8.8%
0	299453	8.7%
1	290440	8.5%
9	266576	7.8%
5	257456	7.5%
6	254489	7.4%
4	251132	7.3%
7	245944	7.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3436644	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
-	572774	16.7%
2	454231	13.2%
3	303269	8.8%
0	299453	8.7%
1	290440	8.5%
9	266576	7.8%
5	257456	7.5%
6	254489	7.4%
4	251132	7.3%
7	245944	7.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3436644	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
-	572774	16.7%
2	454231	13.2%
3	303269	8.8%
0	299453	8.7%
1	290440	8.5%
9	266576	7.8%
5	257456	7.5%
6	254489	7.4%
4	251132	7.3%
7	245944	7.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3436644	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
-	572774	16.7%
2	454231	13.2%
3	303269	8.8%
0	299453	8.7%
1	290440	8.5%
9	266576	7.8%
5	257456	7.5%
6	254489	7.4%
4	251132	7.3%
7	245944	7.2%

Place Name
Text

Distinct	15892
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Length

Max length	26
Median length	23
Mean length	8.5694497
Min length	3

Characters and Unicode

Total characters	2454179
Distinct characters	56
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2155 ?
Unique (%)	0.8%

Sample

1st row	Vinson
2nd row	Vinson
3rd row	Vinson
4th row	Vinson
5th row	Vinson

Value	Count	Frequency (%)
city	7190	2.0%
new	4099	1.1%
lake	3029	0.8%
san	2842	0.8%
dekalb	2525	0.7%
saint	2301	0.6%
west	2282	0.6%
washington	2167	0.6%
springs	1968	0.5%
fort	1795	0.5%
Other values (12858)	328917	91.6%

Most occurring characters

Value	Count	Frequency (%)
e	228158	9.3%
a	207528	8.5%
n	185171	7.5%
o	182044	7.4%
l	174712	7.1%
r	153853	6.3%
i	152066	6.2%
t	130705	5.3%
s	100732	4.1%
	72728	3.0%
Other values (46)	866482	35.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2454179	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	228158	9.3%
a	207528	8.5%
n	185171	7.5%
o	182044	7.4%
l	174712	7.1%
r	153853	6.3%
i	152066	6.2%
t	130705	5.3%
s	100732	4.1%
	72728	3.0%
Other values (46)	866482	35.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2454179	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	228158	9.3%
a	207528	8.5%
n	185171	7.5%
o	182044	7.4%
l	174712	7.1%
r	153853	6.3%
i	152066	6.2%
t	130705	5.3%
s	100732	4.1%
	72728	3.0%
Other values (46)	866482	35.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2454179	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	228158	9.3%
a	207528	8.5%
n	185171	7.5%
o	182044	7.4%
l	174712	7.1%
r	153853	6.3%
i	152066	6.2%
t	130705	5.3%
s	100732	4.1%
	72728	3.0%
Other values (46)	866482	35.3%

County
Text

Distinct	2551
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Length

Max length	22
Median length	20
Mean length	7.4509143
Min length	3

Characters and Unicode

Total characters	2133845
Distinct characters	58
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	110 ?
Unique (%)	< 0.1%

Sample

1st row	Harmon
2nd row	Harmon
3rd row	Harmon
4th row	Harmon
5th row	Harmon

Value	Count	Frequency (%)
san	3624	1.1%
jefferson	3539	1.1%
los	3210	1.0%
angeles	3198	1.0%
dekalb	3098	1.0%
new	3044	0.9%
washington	2863	0.9%
st	2812	0.9%
montgomery	2563	0.8%
orange	2474	0.8%
Other values (2527)	291927	90.6%

Most occurring characters

Value	Count	Frequency (%)
a	209937	9.8%
e	206814	9.7%
n	169638	7.9%
o	161510	7.6%
r	144882	6.8%
l	117408	5.5%
i	113156	5.3%
s	97453	4.6%
t	90433	4.2%
u	52738	2.5%
Other values (48)	769876	36.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2133845	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	209937	9.8%
e	206814	9.7%
n	169638	7.9%
o	161510	7.6%
r	144882	6.8%
l	117408	5.5%
i	113156	5.3%
s	97453	4.6%
t	90433	4.2%
u	52738	2.5%
Other values (48)	769876	36.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2133845	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	209937	9.8%
e	206814	9.7%
n	169638	7.9%
o	161510	7.6%
r	144882	6.8%
l	117408	5.5%
i	113156	5.3%
s	97453	4.6%
t	90433	4.2%
u	52738	2.5%
Other values (48)	769876	36.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2133845	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	209937	9.8%
e	206814	9.7%
n	169638	7.9%
o	161510	7.6%
r	144882	6.8%
l	117408	5.5%
i	113156	5.3%
s	97453	4.6%
t	90433	4.2%
u	52738	2.5%
Other values (48)	769876	36.1%

City
Text

Distinct	15892
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Length

Max length	26
Median length	23
Mean length	8.5694497
Min length	3

Characters and Unicode

Total characters	2454179
Distinct characters	56
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2155 ?
Unique (%)	0.8%

Sample

1st row	Vinson
2nd row	Vinson
3rd row	Vinson
4th row	Vinson
5th row	Vinson

Value	Count	Frequency (%)
city	7190	2.0%
new	4099	1.1%
lake	3029	0.8%
san	2842	0.8%
dekalb	2525	0.7%
saint	2301	0.6%
west	2282	0.6%
washington	2167	0.6%
springs	1968	0.5%
fort	1795	0.5%
Other values (12858)	328917	91.6%

Most occurring characters

Value	Count	Frequency (%)
e	228158	9.3%
a	207528	8.5%
n	185171	7.5%
o	182044	7.4%
l	174712	7.1%
r	153853	6.3%
i	152066	6.2%
t	130705	5.3%
s	100732	4.1%
	72728	3.0%
Other values (46)	866482	35.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2454179	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	228158	9.3%
a	207528	8.5%
n	185171	7.5%
o	182044	7.4%
l	174712	7.1%
r	153853	6.3%
i	152066	6.2%
t	130705	5.3%
s	100732	4.1%
	72728	3.0%
Other values (46)	866482	35.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2454179	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	228158	9.3%
a	207528	8.5%
n	185171	7.5%
o	182044	7.4%
l	174712	7.1%
r	153853	6.3%
i	152066	6.2%
t	130705	5.3%
s	100732	4.1%
	72728	3.0%
Other values (46)	866482	35.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2454179	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	228158	9.3%
a	207528	8.5%
n	185171	7.5%
o	182044	7.4%
l	174712	7.1%
r	153853	6.3%
i	152066	6.2%
t	130705	5.3%
s	100732	4.1%
	72728	3.0%
Other values (46)	866482	35.3%

State
Text

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	572774
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	OK
2nd row	OK
3rd row	OK
4th row	OK
5th row	OK

Value	Count	Frequency (%)
tx	17510	6.1%
ca	17130	6.0%
ny	15567	5.4%
pa	14394	5.0%
il	12628	4.4%
fl	10538	3.7%
oh	10203	3.6%
mo	8876	3.1%
va	8557	3.0%
ia	8170	2.9%
Other values (41)	162814	56.9%

Most occurring characters

Value	Count	Frequency (%)
A	84799	14.8%
N	60368	10.5%
M	45727	8.0%
I	43840	7.7%
C	38388	6.7%
T	33804	5.9%
L	33127	5.8%
O	32547	5.7%
Y	24691	4.3%
K	20038	3.5%
Other values (14)	155445	27.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	572774	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	84799	14.8%
N	60368	10.5%
M	45727	8.0%
I	43840	7.7%
C	38388	6.7%
T	33804	5.9%
L	33127	5.8%
O	32547	5.7%
Y	24691	4.3%
K	20038	3.5%
Other values (14)	155445	27.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	572774	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	84799	14.8%
N	60368	10.5%
M	45727	8.0%
I	43840	7.7%
C	38388	6.7%
T	33804	5.9%
L	33127	5.8%
O	32547	5.7%
Y	24691	4.3%
K	20038	3.5%
Other values (14)	155445	27.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	572774	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	84799	14.8%
N	60368	10.5%
M	45727	8.0%
I	43840	7.7%
C	38388	6.7%
T	33804	5.9%
L	33127	5.8%
O	32547	5.7%
Y	24691	4.3%
K	20038	3.5%
Other values (14)	155445	27.1%

Zip
Real number (ℝ)

HIGH CORRELATION

Distinct	33773
Distinct (%)	11.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49723.44

Minimum	210
Maximum	99950
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	210
5-th percentile	6467
Q1	26573
median	49316
Q3	72645
95-th percentile	95251
Maximum	99950
Range	99740
Interquartile range (IQR)	46072

Descriptive statistics

Standard deviation	27597.274
Coefficient of variation (CV)	0.55501539
Kurtosis	-1.0980033
Mean	49723.44
Median Absolute Deviation (MAD)	23095
Skewness	0.064251513
Sum	1.4240147 × 10¹⁰
Variance	7.6160956 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60115	2525	0.9%
16201	712	0.2%
80749	608	0.2%
79853	437	0.2%
5777	402	0.1%
44867	329	0.1%
50072	327	0.1%
56317	308	0.1%
65261	285	0.1%
45427	278	0.1%
Other values (33763)	280176	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
210	1	< 0.1%
212	4	< 0.1%
214	1	< 0.1%
215	6	< 0.1%
401	3	< 0.1%
501	6	< 0.1%
544	24	< 0.1%
1001	6	< 0.1%
1002	3	< 0.1%
1004	1	< 0.1%

Value	Count	Frequency (%)
99950	1	< 0.1%
99929	1	< 0.1%
99928	42	< 0.1%
99927	12	< 0.1%
99926	4	< 0.1%
99922	1	< 0.1%
99921	2	< 0.1%
99919	13	< 0.1%
99903	41	< 0.1%
99901	11	< 0.1%

Region
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

South	103481
Midwest	81296
West	51080
Northeast	50530

Length

Max length	9
Median length	7
Mean length	6.0951335
Min length	4

Characters and Unicode

Total characters	1745567
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	South
2nd row	South
3rd row	South
4th row	South
5th row	South

Common Values

Value	Count	Frequency (%)
South	103481	36.1%
Midwest	81296	28.4%
West	51080	17.8%
Northeast	50530	17.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
south	103481	36.1%
midwest	81296	28.4%
west	51080	17.8%
northeast	50530	17.6%

Most occurring characters

Value	Count	Frequency (%)
t	336917	19.3%
e	182906	10.5%
s	182906	10.5%
o	154011	8.8%
h	154011	8.8%
S	103481	5.9%
u	103481	5.9%
M	81296	4.7%
i	81296	4.7%
d	81296	4.7%
Other values (5)	283966	16.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1745567	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	336917	19.3%
e	182906	10.5%
s	182906	10.5%
o	154011	8.8%
h	154011	8.8%
S	103481	5.9%
u	103481	5.9%
M	81296	4.7%
i	81296	4.7%
d	81296	4.7%
Other values (5)	283966	16.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1745567	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	336917	19.3%
e	182906	10.5%
s	182906	10.5%
o	154011	8.8%
h	154011	8.8%
S	103481	5.9%
u	103481	5.9%
M	81296	4.7%
i	81296	4.7%
d	81296	4.7%
Other values (5)	283966	16.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1745567	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	336917	19.3%
e	182906	10.5%
s	182906	10.5%
o	154011	8.8%
h	154011	8.8%
S	103481	5.9%
u	103481	5.9%
M	81296	4.7%
i	81296	4.7%
d	81296	4.7%
Other values (5)	283966	16.3%

User Name
Text

Distinct	64006
Distinct (%)	22.3%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Length

Max length	15
Median length	13
Mean length	8.466362
Min length	4

Characters and Unicode

Total characters	2424656
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26246 ?
Unique (%)	9.2%

Sample

1st row	jwtitus
2nd row	jwtitus
3rd row	jwtitus
4th row	jwtitus
5th row	jwtitus

Value	Count	Frequency (%)
jugonzalez	2524	0.9%
exbailes	707	0.2%
lumelo	608	0.2%
pnbraddy	436	0.2%
hmbeebe	397	0.1%
sahohn	329	0.1%
nenally	306	0.1%
ccglines	304	0.1%
knmatthies	285	0.1%
agjesse	277	0.1%
Other values (63996)	280214	97.8%

Most occurring characters

Value	Count	Frequency (%)
e	242475	10.0%
a	198597	8.2%
r	189167	7.8%
l	161461	6.7%
n	154592	6.4%
s	140605	5.8%
o	139109	5.7%
i	120962	5.0%
t	115455	4.8%
c	98826	4.1%
Other values (16)	863407	35.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2424656	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	242475	10.0%
a	198597	8.2%
r	189167	7.8%
l	161461	6.7%
n	154592	6.4%
s	140605	5.8%
o	139109	5.7%
i	120962	5.0%
t	115455	4.8%
c	98826	4.1%
Other values (16)	863407	35.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2424656	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	242475	10.0%
a	198597	8.2%
r	189167	7.8%
l	161461	6.7%
n	154592	6.4%
s	140605	5.8%
o	139109	5.7%
i	120962	5.0%
t	115455	4.8%
c	98826	4.1%
Other values (16)	863407	35.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2424656	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	242475	10.0%
a	198597	8.2%
r	189167	7.8%
l	161461	6.7%
n	154592	6.4%
s	140605	5.8%
o	139109	5.7%
i	120962	5.0%
t	115455	4.8%
c	98826	4.1%
Other values (16)	863407	35.6%

Discount_Percent
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17009
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.0691849

Minimum	0
Maximum	75
Zeros	183081
Zeros (%)	63.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	11
95-th percentile	23.602301
Maximum	75
Range	75
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	10.100156
Coefficient of variation (CV)	1.6641701
Kurtosis	6.8569835
Mean	6.0691849
Median Absolute Deviation (MAD)	0
Skewness	2.235571
Sum	1738135.7
Variance	102.01315
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	183081	63.9%
20	10726	3.7%
10	8674	3.0%
15	6281	2.2%
9	2795	1.0%
5	1419	0.5%
14.5	1328	0.5%
30	1310	0.5%
11	1173	0.4%
15.40297854	939	0.3%
Other values (16999)	68661	24.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	183081	63.9%
0.038464497	1	< 0.1%
0.039214724	1	< 0.1%
0.066872428	1	< 0.1%
0.07518797	2	< 0.1%
0.076	1	< 0.1%
0.076101469	1	< 0.1%
0.076666667	2	< 0.1%
0.076842105	1	< 0.1%
0.076923077	1	< 0.1%

Value	Count	Frequency (%)
75	51	< 0.1%
70	4	< 0.1%
69.97493734	1	< 0.1%
69.97159091	1	< 0.1%
69.95833333	1	< 0.1%
69.94156928	1	< 0.1%
69.93006993	1	< 0.1%
69.92307692	1	< 0.1%
69.91631799	1	< 0.1%
69.85667293	1	< 0.1%

Auto

Heatmap
Table

	Discount_Percent	Gender	Middle Initial	Name Prefix	Region	Zip	age	bi_st	category	cust_id	discount_amount	item_id	month	order_id	payment_method	price	qty_ordered	ref_num	status	total	value	year
Discount_Percent	1.000	0.016	0.025	0.011	0.011	-0.003	-0.003	0.157	0.155	-0.180	0.907	-0.190	0.137	-0.190	0.208	0.311	0.085	-0.005	0.078	0.189	0.240	0.278
Gender	0.016	1.000	0.044	0.946	0.031	0.043	0.029	0.018	0.056	0.039	0.006	0.018	0.023	0.020	0.020	0.003	0.002	0.048	0.020	0.008	0.010	0.003
Middle Initial	0.025	0.044	1.000	0.054	0.053	0.062	0.061	0.030	0.068	0.061	0.011	0.037	0.038	0.037	0.032	0.018	0.008	0.061	0.022	0.023	0.025	0.051
Name Prefix	0.011	0.946	0.054	1.000	0.028	0.032	0.033	0.020	0.036	0.038	0.004	0.018	0.023	0.018	0.018	0.007	0.004	0.040	0.016	0.010	0.010	0.013
Region	0.011	0.031	0.053	0.028	1.000	0.955	0.034	0.011	0.053	0.041	0.004	0.022	0.027	0.023	0.023	0.009	0.004	0.040	0.017	0.012	0.012	0.012
Zip	-0.003	0.043	0.062	0.032	0.955	1.000	0.001	0.020	0.054	0.002	-0.004	-0.007	0.023	-0.007	0.020	-0.002	-0.003	-0.016	0.016	-0.002	-0.003	0.025
age	-0.003	0.029	0.061	0.033	0.034	0.001	1.000	0.020	0.054	-0.009	-0.005	-0.007	0.028	-0.007	0.024	-0.010	0.009	-0.013	0.017	-0.006	-0.006	0.035
bi_st	0.157	0.018	0.030	0.020	0.011	0.020	0.020	1.000	0.217	0.202	0.011	0.294	0.288	0.299	0.401	0.056	0.005	0.022	1.000	0.058	0.058	0.192
category	0.155	0.056	0.068	0.036	0.053	0.054	0.054	0.217	1.000	0.202	0.013	0.180	0.175	0.188	0.154	0.065	0.013	0.053	0.101	0.054	0.054	0.241
cust_id	-0.180	0.039	0.061	0.038	0.041	0.002	-0.009	0.202	0.202	1.000	-0.157	0.526	0.389	0.526	0.180	0.116	0.004	-0.014	0.106	0.113	0.101	0.666
discount_amount	0.907	0.006	0.011	0.004	0.004	-0.004	-0.005	0.011	0.013	-0.157	1.000	-0.194	0.015	-0.194	0.021	0.341	0.173	-0.005	0.009	0.430	0.473	0.009
item_id	-0.190	0.018	0.037	0.018	0.022	-0.007	-0.007	0.294	0.180	0.526	-0.194	1.000	0.758	1.000	0.245	0.006	0.074	0.009	0.164	0.033	0.027	0.979
month	0.137	0.023	0.038	0.023	0.027	0.023	0.028	0.288	0.175	0.389	0.015	0.758	1.000	0.733	0.238	0.059	0.014	0.022	0.150	0.053	0.053	1.000
order_id	-0.190	0.020	0.037	0.018	0.023	-0.007	-0.007	0.299	0.188	0.526	-0.194	1.000	0.733	1.000	0.249	0.006	0.074	0.009	0.165	0.033	0.027	0.944
payment_method	0.208	0.020	0.032	0.018	0.023	0.020	0.024	0.401	0.154	0.180	0.021	0.245	0.238	0.249	1.000	0.078	0.000	0.022	0.174	0.066	0.067	0.356
price	0.311	0.003	0.018	0.007	0.009	-0.002	-0.010	0.056	0.065	0.116	0.341	0.006	0.059	0.006	0.078	1.000	-0.302	-0.013	0.036	0.687	0.683	0.055
qty_ordered	0.085	0.002	0.008	0.004	0.004	-0.003	0.009	0.005	0.013	0.004	0.173	0.074	0.014	0.074	0.000	-0.302	1.000	0.006	0.013	0.295	0.313	0.009
ref_num	-0.005	0.048	0.061	0.040	0.040	-0.016	-0.013	0.022	0.053	-0.014	-0.005	0.009	0.022	0.009	0.022	-0.013	0.006	1.000	0.015	-0.008	-0.008	0.024
status	0.078	0.020	0.022	0.016	0.017	0.016	0.017	1.000	0.101	0.106	0.009	0.164	0.150	0.165	0.174	0.036	0.013	0.015	1.000	0.030	0.030	0.236
total	0.189	0.008	0.023	0.010	0.012	-0.002	-0.006	0.058	0.054	0.113	0.430	0.033	0.053	0.033	0.066	0.687	0.295	-0.008	0.030	1.000	0.997	0.057
value	0.240	0.010	0.025	0.010	0.012	-0.003	-0.006	0.058	0.054	0.101	0.473	0.027	0.053	0.027	0.067	0.683	0.313	-0.008	0.030	0.997	1.000	0.058
year	0.278	0.003	0.051	0.013	0.012	0.025	0.035	0.192	0.241	0.666	0.009	0.979	1.000	0.944	0.356	0.055	0.009	0.024	0.236	0.057	0.058	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	order_id	order_date	status	item_id	sku	qty_ordered	price	value	total	category	payment_method	bi_st	cust_id	year	month	ref_num	Name Prefix	First Name	Middle Initial	Last Name	Gender	age	full_name	E Mail	Customer Since	SSN	Phone No.	Place Name	County	City	State	Zip	Region	User Name
0	100354678	01-10-2020	received	574772	oasis_Oasis-064-36	21	89.9	1798.0	1798.0	Men's Fashion	cod	Valid	60124	2020	Oct-20	987867	Drs.	Jani	W	Titus	F	43	Titus, Jani	jani.titus@gmail.com	22-08-2006	627-31-5251	405-959-1129	Vinson	Harmon	Vinson	OK	73571	South	jwtitus
1	100354678	01-10-2020	received	574774	Fantastic_FT-48	11	19.0	190.0	190.0	Men's Fashion	cod	Valid	60124	2020	Oct-20	987867	Drs.	Jani	W	Titus	F	43	Titus, Jani	jani.titus@gmail.com	22-08-2006	627-31-5251	405-959-1129	Vinson	Harmon	Vinson	OK	73571	South	jwtitus
2	100354680	01-10-2020	complete	574777	mdeal_DMC-610-8	9	149.9	1199.2	1199.2	Men's Fashion	cod	Net	60124	2020	Oct-20	987867	Drs.	Jani	W	Titus	F	43	Titus, Jani	jani.titus@gmail.com	22-08-2006	627-31-5251	405-959-1129	Vinson	Harmon	Vinson	OK	73571	South	jwtitus
3	100354680	01-10-2020	complete	574779	oasis_Oasis-061-36	9	79.9	639.2	639.2	Men's Fashion	cod	Net	60124	2020	Oct-20	987867	Drs.	Jani	W	Titus	F	43	Titus, Jani	jani.titus@gmail.com	22-08-2006	627-31-5251	405-959-1129	Vinson	Harmon	Vinson	OK	73571	South	jwtitus
4	100367357	13-11-2020	received	595185	MEFNAR59C38B6CA08CD	2	99.9	99.9	99.9	Men's Fashion	cod	Valid	60124	2020	Nov-20	987867	Drs.	Jani	W	Titus	F	43	Titus, Jani	jani.titus@gmail.com	22-08-2006	627-31-5251	405-959-1129	Vinson	Harmon	Vinson	OK	73571	South	jwtitus
5	100367357	13-11-2020	received	595186	MEFBUY59B7C3DDC2CA3-42	2	39.9	39.9	39.9	Men's Fashion	cod	Valid	60124	2020	Nov-20	987867	Drs.	Jani	W	Titus	F	43	Titus, Jani	jani.titus@gmail.com	22-08-2006	627-31-5251	405-959-1129	Vinson	Harmon	Vinson	OK	73571	South	jwtitus
6	100367360	13-11-2020	order_refunded	595192	MATDAN59C3C845B38F0	2	47.6	47.6	47.6	Mobiles & Tablets	cod	Valid	60124	2020	Nov-20	987867	Drs.	Jani	W	Titus	F	43	Titus, Jani	jani.titus@gmail.com	22-08-2006	627-31-5251	405-959-1129	Vinson	Harmon	Vinson	OK	73571	South	jwtitus
7	100354677	01-10-2020	canceled	574769	GFE_19_USBLEDLight	2	49.0	49.0	49.0	Mobiles & Tablets	Payaxis	Gross	42485	2020	Oct-20	171143	Prof.	Lee	S	Eaker	M	28	Eaker, Lee	lee.eaker@gmail.com	04-02-1981	185-86-4345	239-335-6755	Graham	Bradford	Graham	FL	32042	South	lseaker
8	100354677	01-10-2020	canceled	574770	oasis_Kingston-32GB-DTIG4	2	135.0	135.0	135.0	Computing	Payaxis	Gross	42485	2020	Oct-20	171143	Prof.	Lee	S	Eaker	M	28	Eaker, Lee	lee.eaker@gmail.com	04-02-1981	185-86-4345	239-335-6755	Graham	Bradford	Graham	FL	32042	South	lseaker
9	100354677	01-10-2020	canceled	574771	Geepas_GSB5420	2	549.9	549.9	549.9	Appliances	Payaxis	Gross	42485	2020	Oct-20	171143	Prof.	Lee	S	Eaker	M	28	Eaker, Lee	lee.eaker@gmail.com	04-02-1981	185-86-4345	239-335-6755	Graham	Bradford	Graham	FL	32042	South	lseaker

	order_id	order_date	status	item_id	sku	qty_ordered	price	value	total	category	payment_method	bi_st	cust_id	year	month	ref_num	Name Prefix	First Name	Middle Initial	Last Name	Gender	age	full_name	E Mail	Customer Since	SSN	Phone No.	Place Name	County	City	State	Zip	Region	User Name
286377	100562352	30-09-2021	paid	905161	BAGKEM5A703890E559C	2	57.2	57.2	57.2	Beauty & Grooming	bankalfalah	Valid	23611	2021	Sep-21	501027	Ms.	Danille	O	Van	F	68	Van, Danille	danille.van@exxonmobil.com	20-09-2012	079-02-3985	603-914-7130	Acworth	Sullivan	Acworth	NH	3601	Northeast	dovan
286378	100562355	30-09-2021	canceled	905165	QAD5B33702879C59	2	99.9	99.9	99.9	Superstore	bankalfalah	Gross	7828	2021	Sep-21	517420	Mrs.	Shauna	G	Mazzeo	F	61	Mazzeo, Shauna	shauna.mazzeo@gmail.com	31-08-2013	770-02-7961	270-661-7834	Louisville	Jefferson	Louisville	KY	40293	South	sgmazzeo
286379	100562362	30-09-2021	canceled	905174	MATSAM5B6D7208C6D30	2	12999.9	12999.9	12999.9	Mobiles & Tablets	bankalfalah	Gross	115321	2021	Sep-21	670487	Mrs.	Dreama	P	Well	F	45	Well, Dreama	dreama.well@gmail.com	16-12-2003	258-99-6039	212-413-5652	Bronx	Bronx	Bronx	NY	10465	Northeast	dpwell
286380	100562363	30-09-2021	canceled	905175	MEFMOV5AD9155B0C0DC-M	2	104.8	104.8	104.8	Men's Fashion	bankalfalah	Gross	115322	2021	Sep-21	639345	Ms.	Shaina	K	Nowak	F	56	Nowak, Shaina	shaina.nowak@gmail.com	29-11-2009	320-11-4545	215-735-9443	Chambersburg	Chambersburg	Chambersburg	PA	17202	Northeast	sknowak
286381	100562364	30-09-2021	processing	905177	MEFMOV5AD9155B0C0DC-M	2	104.8	104.8	104.8	Men's Fashion	cod	Gross	115322	2021	Sep-21	639345	Ms.	Shaina	K	Nowak	F	56	Nowak, Shaina	shaina.nowak@gmail.com	29-11-2009	320-11-4545	215-735-9443	Chambersburg	Chambersburg	Chambersburg	PA	17202	Northeast	sknowak
286382	100562365	30-09-2021	paid	905179	APPCHA5AF14939B8F8A	2	4419.9	4419.9	4419.9	Appliances	Easypay	Valid	115323	2021	Sep-21	967309	Prof.	Brady	K	Latham	M	51	Latham, Brady	brady.latham@gmail.com	21-03-2007	613-87-0361	212-772-7404	Rushville	Yates	Rushville	NY	14544	Northeast	bklatham
286383	100562376	30-09-2021	cod	905191	MEFCOT5A8D1E973B886	2	39.9	39.9	39.9	Men's Fashion	cod	Valid	115324	2021	Sep-21	335358	Prof.	Bennie	M	Brunetti	M	52	Brunetti, Bennie	bennie.brunetti@gmail.com	24-10-2011	101-02-1040	229-817-9451	Lawrenceville	Gwinnett	Lawrenceville	GA	30044	South	bmbrunetti
286384	100562383	30-09-2021	cod	905200	WOFVAL59D5EA84167F9-M	2	40.0	40.0	40.0	Women's Fashion	cod	Valid	115325	2021	Sep-21	675384	Mrs.	Francesca	N	Giusti	F	38	Giusti, Francesca	francesca.giusti@btinternet.com	25-07-1987	399-31-7238	252-414-8396	Durham	Durham	Durham	NC	27701	South	fngiusti
286385	100562384	30-09-2021	cod	905202	WOFNIG5B4D7EB0E9FDD-L	2	49.9	49.9	49.9	Women's Fashion	cod	Valid	115325	2021	Sep-21	675384	Mrs.	Francesca	N	Giusti	F	38	Giusti, Francesca	francesca.giusti@btinternet.com	25-07-1987	399-31-7238	252-414-8396	Durham	Durham	Durham	NC	27701	South	fngiusti
286386	100562386	30-09-2021	processing	905205	MATHUA5AF70A7D1E50A	2	3559.9	3559.9	3559.9	Mobiles & Tablets	bankalfalah	Gross	115326	2021	Sep-21	489455	Mr.	Rolf	E	Schlosser	M	28	Schlosser, Rolf	rolf.schlosser@comcast.net	28-01-2015	320-11-8748	423-276-2699	Knoxville	Knox	Knoxville	TN	37920	South	reschlosser

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)